Overcoming the Linearity of Ordinal Logistic Regression Adding Non-linear Covariates from Evolutionary Hybrid Neural Network Models.
Manuel Dorado-MorenoPedro Antonio GutiérrezJavier Sánchez-MonederoCésar Hervás-MartínezPublished in: CAEPIA (2015)
Keyphrases
- logistic regression
- predictive power
- logistic regression models
- logistic model
- decision trees
- credit scoring
- artificial neural network models
- hybrid neural network
- random forests
- naive bayes
- regression methods
- support vector
- nonlinear models
- classification and regression trees
- chi square test
- bayesian classifiers
- loss function
- breast cancer
- odds ratio
- predictor variables
- probabilistic model
- belief nets
- regression model
- prognostic models
- linear model
- survival analysis
- linear svm
- chi square
- data mining
- classification trees
- learning algorithm